Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 321 |
| Missing cells | 2026 |
| Missing cells (%) | 24.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 284.1 KiB |
| Average record size in memory | 906.3 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Categorical | 16 |
| Numeric | 7 |
cant_apercibimientos has constant value "1.0" | Constant |
cant_suspensiones has constant value "1.0" | Constant |
cluster_k_4 has constant value "3" | Constant |
Estado is highly overall correlated with cant_MontoLimite and 1 other fields | High correlation |
TipoSocietario is highly overall correlated with provincia | High correlation |
anio_preinscripcion is highly overall correlated with antiguedad and 3 other fields | High correlation |
antiguedad is highly overall correlated with anio_preinscripcion and 3 other fields | High correlation |
cant_Apoderado is highly overall correlated with cant_MontoLimite and 6 other fields | High correlation |
cant_MontoLimite is highly overall correlated with Estado and 9 other fields | High correlation |
cant_antecedentes is highly overall correlated with Estado and 11 other fields | High correlation |
cant_autenticado is highly overall correlated with cant_Apoderado and 3 other fields | High correlation |
cant_noAutenticado is highly overall correlated with cant_Apoderado and 6 other fields | High correlation |
cant_procesos_adjudicado is highly overall correlated with cant_antecedentes and 2 other fields | High correlation |
cant_representante is highly overall correlated with cant_Apoderado and 2 other fields | High correlation |
cant_sinMontoLimite is highly overall correlated with cant_Apoderado and 2 other fields | High correlation |
cant_socios is highly overall correlated with cant_MontoLimite and 3 other fields | High correlation |
dcant_procesos_adjudicado is highly overall correlated with cant_antecedentes and 1 other fields | High correlation |
dmonto_total_adjudicado is highly overall correlated with cant_antecedentes and 1 other fields | High correlation |
dtotal_articulos_provee is highly overall correlated with cant_MontoLimite and 3 other fields | High correlation |
monto_total_adjudicado is highly overall correlated with cant_Apoderado and 4 other fields | High correlation |
periodo_preinscripcion is highly overall correlated with anio_preinscripcion and 3 other fields | High correlation |
provincia is highly overall correlated with TipoSocietario and 1 other fields | High correlation |
total_articulos_provee is highly overall correlated with cant_MontoLimite and 2 other fields | High correlation |
Estado is highly imbalanced (78.3%) | Imbalance |
TipoSocietario is highly imbalanced (59.5%) | Imbalance |
provincia is highly imbalanced (75.9%) | Imbalance |
cant_Apoderado is highly imbalanced (71.0%) | Imbalance |
cant_representante is highly imbalanced (62.7%) | Imbalance |
cant_autenticado is highly imbalanced (58.2%) | Imbalance |
cant_noAutenticado is highly imbalanced (70.1%) | Imbalance |
dcant_procesos_adjudicado is highly imbalanced (68.3%) | Imbalance |
cant_procesos_adjudicado has 44 (13.7%) missing values | Missing |
monto_total_adjudicado has 44 (13.7%) missing values | Missing |
cant_socios has 31 (9.7%) missing values | Missing |
cant_apercibimientos has 319 (99.4%) missing values | Missing |
cant_suspensiones has 319 (99.4%) missing values | Missing |
cant_antecedentes has 317 (98.8%) missing values | Missing |
cant_Apoderado has 129 (40.2%) missing values | Missing |
cant_representante has 126 (39.3%) missing values | Missing |
cant_noAutenticado has 289 (90.0%) missing values | Missing |
cant_MontoLimite has 317 (98.8%) missing values | Missing |
dmonto_total_adjudicado has 44 (13.7%) missing values | Missing |
dcant_procesos_adjudicado has 44 (13.7%) missing values | Missing |
CUIT has unique values | Unique |
monto_total_adjudicado has 7 (2.2%) zeros | Zeros |
antiguedad has 71 (22.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-18 13:06:44.756512 |
|---|---|
| Analysis finished | 2025-06-18 13:06:50.722654 |
| Duration | 5.97 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
CUIT
Text
Unique
| Distinct | 321 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 18 |
| Mean length | 10.436137 |
| Min length | 8 |
Unique
| Unique | 321 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 880461467 |
|---|---|
| 2nd row | 508600808145 |
| 3rd row | J86153046 |
| 4th row | DE815631653 |
| 5th row | 216566270012 |
| Value | Count | Frequency (%) |
| 203932784 | 1 | 0.3% |
| de209523226 | 1 | 0.3% |
| 274257204 | 1 | 0.3% |
| a28006104 | 1 | 0.3% |
| 133916524 | 1 | 0.3% |
| 834491474 | 1 | 0.3% |
| 3148124273 | 1 | 0.3% |
| 214349010016 | 1 | 0.3% |
| 30671381110 | 1 | 0.3% |
| 30708390808 | 1 | 0.3% |
| Other values (311) | 311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493 | |
| 1 | 421 | |
| 3 | 361 | |
| 2 | 292 | |
| 4 | 281 | |
| 6 | 270 | |
| 5 | 270 | |
| 7 | 260 | |
| 8 | 245 | |
| 9 | 229 | |
| Other values (28) | 228 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3350 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493 | |
| 1 | 421 | |
| 3 | 361 | |
| 2 | 292 | |
| 4 | 281 | |
| 6 | 270 | |
| 5 | 270 | |
| 7 | 260 | |
| 8 | 245 | |
| 9 | 229 | |
| Other values (28) | 228 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3350 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493 | |
| 1 | 421 | |
| 3 | 361 | |
| 2 | 292 | |
| 4 | 281 | |
| 6 | 270 | |
| 5 | 270 | |
| 7 | 260 | |
| 8 | 245 | |
| 9 | 229 | |
| Other values (28) | 228 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3350 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493 | |
| 1 | 421 | |
| 3 | 361 | |
| 2 | 292 | |
| 4 | 281 | |
| 6 | 270 | |
| 5 | 270 | |
| 7 | 260 | |
| 8 | 245 | |
| 9 | 229 | |
| Other values (28) | 228 |
Nombre
Text
| Distinct | 311 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.8 KiB |
Length
| Max length | 111 |
|---|---|
| Median length | 47 |
| Mean length | 23.267913 |
| Min length | 3 |
Unique
| Unique | 310 ? |
|---|---|
| Unique (%) | 96.6% |
Sample
| 1st row | MSLI Latam, Inc. |
|---|---|
| 2nd row | Wood Mackenzie Limited |
| 3rd row | UNA MÁS UNA S..C |
| 4th row | Lighter Than Air GmbH |
| 5th row | Luciano Superville |
| Value | Count | Frequency (%) |
| inc | 61 | 5.4% |
| de | 36 | 3.2% |
| gmbh | 24 | 2.1% |
| llc | 23 | 2.0% |
| s.a | 18 | 1.6% |
| 17 | 1.5% | |
| ltd | 15 | 1.3% |
| y | 15 | 1.3% |
| datos | 11 | 1.0% |
| sin | 11 | 1.0% |
| Other values (680) | 899 |
Most occurring characters
| Value | Count | Frequency (%) |
| 809 | 10.8% | |
| A | 389 | 5.2% |
| I | 345 | 4.6% |
| E | 306 | 4.1% |
| S | 304 | 4.1% |
| n | 273 | 3.7% |
| e | 270 | 3.6% |
| a | 257 | 3.4% |
| O | 255 | 3.4% |
| C | 255 | 3.4% |
| Other values (70) | 4006 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7469 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 809 | 10.8% | |
| A | 389 | 5.2% |
| I | 345 | 4.6% |
| E | 306 | 4.1% |
| S | 304 | 4.1% |
| n | 273 | 3.7% |
| e | 270 | 3.6% |
| a | 257 | 3.4% |
| O | 255 | 3.4% |
| C | 255 | 3.4% |
| Other values (70) | 4006 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7469 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 809 | 10.8% | |
| A | 389 | 5.2% |
| I | 345 | 4.6% |
| E | 306 | 4.1% |
| S | 304 | 4.1% |
| n | 273 | 3.7% |
| e | 270 | 3.6% |
| a | 257 | 3.4% |
| O | 255 | 3.4% |
| C | 255 | 3.4% |
| Other values (70) | 4006 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7469 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 809 | 10.8% | |
| A | 389 | 5.2% |
| I | 345 | 4.6% |
| E | 306 | 4.1% |
| S | 304 | 4.1% |
| n | 273 | 3.7% |
| e | 270 | 3.6% |
| a | 257 | 3.4% |
| O | 255 | 3.4% |
| C | 255 | 3.4% |
| Other values (70) | 4006 |
| Distinct | 268 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.0 KiB |
| Minimum | 2016-02-11 00:00:00 |
|---|---|
| Maximum | 2022-12-08 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Estado
Categorical
High correlation Imbalance
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.3 KiB |
| Pre Inscripto | |
|---|---|
| Desactualizado Por Mantencion Formulario | |
| Con Solicitud De Baja | 2 |
| Inhabilitado | 1 |
| Desactualizado Por Documentos Vencidos | 1 |
| Other values (3) | 3 |
Length
| Max length | 40 |
|---|---|
| Median length | 13 |
| Mean length | 15.629283 |
| Min length | 9 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | Desactualizado Por Mantencion Formulario |
|---|---|
| 2nd row | Pre Inscripto |
| 3rd row | Pre Inscripto |
| 4th row | Pre Inscripto |
| 5th row | Pre Inscripto |
Common Values
| Value | Count | Frequency (%) |
| Pre Inscripto | 284 | |
| Desactualizado Por Mantencion Formulario | 30 | 9.3% |
| Con Solicitud De Baja | 2 | 0.6% |
| Inhabilitado | 1 | 0.3% |
| Desactualizado Por Documentos Vencidos | 1 | 0.3% |
| En Evaluacion | 1 | 0.3% |
| Dar De Baja | 1 | 0.3% |
| Inscripto | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| inscripto | 285 | |
| pre | 284 | |
| desactualizado | 31 | 4.4% |
| por | 31 | 4.4% |
| mantencion | 30 | 4.2% |
| formulario | 30 | 4.2% |
| baja | 3 | 0.4% |
| de | 3 | 0.4% |
| solicitud | 2 | 0.3% |
| con | 2 | 0.3% |
| Other values (6) | 6 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 661 | |
| o | 446 | |
| 386 | 7.7% | |
| i | 384 | 7.7% |
| n | 382 | 7.6% |
| c | 351 | 7.0% |
| e | 350 | 7.0% |
| t | 350 | 7.0% |
| s | 318 | 6.3% |
| P | 315 | 6.3% |
| Other values (20) | 1074 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5017 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 661 | |
| o | 446 | |
| 386 | 7.7% | |
| i | 384 | 7.7% |
| n | 382 | 7.6% |
| c | 351 | 7.0% |
| e | 350 | 7.0% |
| t | 350 | 7.0% |
| s | 318 | 6.3% |
| P | 315 | 6.3% |
| Other values (20) | 1074 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5017 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 661 | |
| o | 446 | |
| 386 | 7.7% | |
| i | 384 | 7.7% |
| n | 382 | 7.6% |
| c | 351 | 7.0% |
| e | 350 | 7.0% |
| t | 350 | 7.0% |
| s | 318 | 6.3% |
| P | 315 | 6.3% |
| Other values (20) | 1074 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5017 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 661 | |
| o | 446 | |
| 386 | 7.7% | |
| i | 384 | 7.7% |
| n | 382 | 7.6% |
| c | 351 | 7.0% |
| e | 350 | 7.0% |
| t | 350 | 7.0% |
| s | 318 | 6.3% |
| P | 315 | 6.3% |
| Other values (20) | 1074 |
TipoSocietario
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.2 KiB |
| Persona Jurídica Extranjero Sin Sucursal | |
|---|---|
| Persona Física Extranjero No Residente | 24 |
| Otras Formas Societarias | 23 |
| Sociedades De Hecho | 8 |
| Organismo Publico | 7 |
| Other values (2) | 3 |
Length
| Max length | 40 |
|---|---|
| Median length | 40 |
| Mean length | 37.429907 |
| Min length | 12 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Persona Jurídica Extranjero Sin Sucursal |
|---|---|
| 2nd row | Persona Jurídica Extranjero Sin Sucursal |
| 3rd row | Persona Jurídica Extranjero Sin Sucursal |
| 4th row | Persona Jurídica Extranjero Sin Sucursal |
| 5th row | Persona Física Extranjero No Residente |
Common Values
| Value | Count | Frequency (%) |
| Persona Jurídica Extranjero Sin Sucursal | 256 | |
| Persona Física Extranjero No Residente | 24 | 7.5% |
| Otras Formas Societarias | 23 | 7.2% |
| Sociedades De Hecho | 8 | 2.5% |
| Organismo Publico | 7 | 2.2% |
| Cooperativas | 2 | 0.6% |
| Sociedad Anónima | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| persona | 280 | |
| extranjero | 280 | |
| jurídica | 256 | |
| sin | 256 | |
| sucursal | 256 | |
| física | 24 | 1.6% |
| no | 24 | 1.6% |
| residente | 24 | 1.6% |
| otras | 23 | 1.5% |
| formas | 23 | 1.5% |
| Other values (9) | 65 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1430 | |
| a | 1209 | 10.1% |
| 1190 | 9.9% | |
| n | 849 | 7.1% |
| u | 775 | 6.5% |
| e | 690 | 5.7% |
| s | 670 | 5.6% |
| o | 665 | 5.5% |
| i | 632 | 5.3% |
| c | 583 | 4.9% |
| Other values (25) | 3322 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12015 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1430 | |
| a | 1209 | 10.1% |
| 1190 | 9.9% | |
| n | 849 | 7.1% |
| u | 775 | 6.5% |
| e | 690 | 5.7% |
| s | 670 | 5.6% |
| o | 665 | 5.5% |
| i | 632 | 5.3% |
| c | 583 | 4.9% |
| Other values (25) | 3322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12015 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1430 | |
| a | 1209 | 10.1% |
| 1190 | 9.9% | |
| n | 849 | 7.1% |
| u | 775 | 6.5% |
| e | 690 | 5.7% |
| s | 670 | 5.6% |
| o | 665 | 5.5% |
| i | 632 | 5.3% |
| c | 583 | 4.9% |
| Other values (25) | 3322 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12015 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1430 | |
| a | 1209 | 10.1% |
| 1190 | 9.9% | |
| n | 849 | 7.1% |
| u | 775 | 6.5% |
| e | 690 | 5.7% |
| s | 670 | 5.6% |
| o | 665 | 5.5% |
| i | 632 | 5.3% |
| c | 583 | 4.9% |
| Other values (25) | 3322 |
periodo_preinscripcion
Real number (ℝ)
High correlation
| Distinct | 67 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201913.1 |
| Minimum | 201608 |
|---|---|
| Maximum | 202211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 201608 |
|---|---|
| 5-th percentile | 201704 |
| Q1 | 201806 |
| median | 201906 |
| Q3 | 202010 |
| 95-th percentile | 202111 |
| Maximum | 202211 |
| Range | 603 |
| Interquartile range (IQR) | 204 |
Descriptive statistics
| Standard deviation | 153.86507 |
|---|---|
| Coefficient of variation (CV) | 0.00076203611 |
| Kurtosis | -0.99161213 |
| Mean | 201913.1 |
| Median Absolute Deviation (MAD) | 103 |
| Skewness | 0.036439519 |
| Sum | 64814106 |
| Variance | 23674.461 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 202009 | 18 | 5.6% |
| 202109 | 14 | 4.4% |
| 201704 | 13 | 4.0% |
| 201809 | 13 | 4.0% |
| 201708 | 11 | 3.4% |
| 201903 | 11 | 3.4% |
| 201904 | 10 | 3.1% |
| 201906 | 9 | 2.8% |
| 201907 | 9 | 2.8% |
| 202103 | 8 | 2.5% |
| Other values (57) | 205 |
| Value | Count | Frequency (%) |
| 201608 | 1 | 0.3% |
| 201610 | 1 | 0.3% |
| 201611 | 3 | 0.9% |
| 201612 | 2 | 0.6% |
| 201701 | 1 | 0.3% |
| 201702 | 3 | 0.9% |
| 201703 | 3 | 0.9% |
| 201704 | 13 | |
| 201705 | 4 | 1.2% |
| 201706 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 202211 | 2 | 0.6% |
| 202209 | 1 | 0.3% |
| 202208 | 4 | 1.2% |
| 202204 | 4 | 1.2% |
| 202202 | 3 | 0.9% |
| 202112 | 1 | 0.3% |
| 202111 | 4 | 1.2% |
| 202110 | 3 | 0.9% |
| 202109 | 14 | |
| 202108 | 2 | 0.6% |
anio_preinscripcion
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.6 KiB |
| 2019 | |
|---|---|
| 2017 | |
| 2021 | |
| 2020 | |
| 2018 | |
| Other values (2) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2017 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 74 | |
| 2017 | 58 | |
| 2021 | 57 | |
| 2020 | 56 | |
| 2018 | 55 | |
| 2022 | 14 | 4.4% |
| 2016 | 7 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 74 | |
| 2017 | 58 | |
| 2021 | 57 | |
| 2020 | 56 | |
| 2018 | 55 | |
| 2022 | 14 | 4.4% |
| 2016 | 7 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 462 | |
| 0 | 377 | |
| 1 | 251 | |
| 9 | 74 | 5.8% |
| 7 | 58 | 4.5% |
| 8 | 55 | 4.3% |
| 6 | 7 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1284 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 462 | |
| 0 | 377 | |
| 1 | 251 | |
| 9 | 74 | 5.8% |
| 7 | 58 | 4.5% |
| 8 | 55 | 4.3% |
| 6 | 7 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1284 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 462 | |
| 0 | 377 | |
| 1 | 251 | |
| 9 | 74 | 5.8% |
| 7 | 58 | 4.5% |
| 8 | 55 | 4.3% |
| 6 | 7 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1284 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 462 | |
| 0 | 377 | |
| 1 | 251 | |
| 9 | 74 | 5.8% |
| 7 | 58 | 4.5% |
| 8 | 55 | 4.3% |
| 6 | 7 | 0.5% |
cant_procesos_adjudicado
Real number (ℝ)
High correlation Missing
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 44 |
| Missing (%) | 13.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1046931 |
| Minimum | 1 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4.2 |
| Maximum | 76 |
| Range | 75 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.9650824 |
|---|---|
| Coefficient of variation (CV) | 2.3590529 |
| Kurtosis | 180.36944 |
| Mean | 2.1046931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.515762 |
| Sum | 583 |
| Variance | 24.652043 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 179 | |
| 2 | 52 | 16.2% |
| 3 | 24 | 7.5% |
| 4 | 8 | 2.5% |
| 5 | 5 | 1.6% |
| 6 | 3 | 0.9% |
| 14 | 2 | 0.6% |
| 76 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 17 | 1 | 0.3% |
| (Missing) | 44 | 13.7% |
| Value | Count | Frequency (%) |
| 1 | 179 | |
| 2 | 52 | 16.2% |
| 3 | 24 | 7.5% |
| 4 | 8 | 2.5% |
| 5 | 5 | 1.6% |
| 6 | 3 | 0.9% |
| 9 | 1 | 0.3% |
| 14 | 2 | 0.6% |
| 17 | 1 | 0.3% |
| 23 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 76 | 1 | 0.3% |
| 23 | 1 | 0.3% |
| 17 | 1 | 0.3% |
| 14 | 2 | 0.6% |
| 9 | 1 | 0.3% |
| 6 | 3 | 0.9% |
| 5 | 5 | 1.6% |
| 4 | 8 | 2.5% |
| 3 | 24 | |
| 2 | 52 |
monto_total_adjudicado
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 266 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 44 |
| Missing (%) | 13.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4047340 |
| Minimum | 0 |
|---|---|
| Maximum | 1.8480403 × 108 |
| Zeros | 7 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1903.5 |
| Q1 | 19108.86 |
| median | 75806.4 |
| Q3 | 493648.4 |
| 95-th percentile | 21172988 |
| Maximum | 1.8480403 × 108 |
| Range | 1.8480403 × 108 |
| Interquartile range (IQR) | 474539.54 |
Descriptive statistics
| Standard deviation | 17983170 |
|---|---|
| Coefficient of variation (CV) | 4.4432071 |
| Kurtosis | 61.395186 |
| Mean | 4047340 |
| Median Absolute Deviation (MAD) | 71106.4 |
| Skewness | 7.3965027 |
| Sum | 1.1211132 × 109 |
| Variance | 3.233944 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 2.2% |
| 17500 | 2 | 0.6% |
| 40000 | 2 | 0.6% |
| 7000 | 2 | 0.6% |
| 3500 | 2 | 0.6% |
| 25000 | 2 | 0.6% |
| 434829 | 1 | 0.3% |
| 4951866.857 | 1 | 0.3% |
| 73645496.62 | 1 | 0.3% |
| 1105879.228 | 1 | 0.3% |
| Other values (256) | 256 | |
| (Missing) | 44 | 13.7% |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 375.0967742 | 1 | 0.3% |
| 516.24 | 1 | 0.3% |
| 680 | 1 | 0.3% |
| 1300 | 1 | 0.3% |
| 1497 | 1 | 0.3% |
| 1550.5 | 1 | 0.3% |
| 1867.5 | 1 | 0.3% |
| 1912.5 | 1 | 0.3% |
| 2450 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 184804026.6 | 1 | |
| 143640949.5 | 1 | |
| 139233387.8 | 1 | |
| 73645496.62 | 1 | |
| 56668408.84 | 1 | |
| 49302094.77 | 1 | |
| 33660000 | 1 | |
| 32156000.61 | 1 | |
| 31678000 | 1 | |
| 27417600 | 1 |
antiguedad
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9813084 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 71 |
| Zeros (%) | 22.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4682982 |
|---|---|
| Coefficient of variation (CV) | 0.74107502 |
| Kurtosis | -1.1445713 |
| Mean | 1.9813084 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.12187694 |
| Sum | 636 |
| Variance | 2.1558995 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 74 | |
| 0 | 71 | |
| 4 | 58 | |
| 1 | 56 | |
| 3 | 55 | |
| 5 | 7 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 1 | 56 | |
| 2 | 74 | |
| 3 | 55 | |
| 4 | 58 | |
| 5 | 7 | 2.2% |
| Value | Count | Frequency (%) |
| 5 | 7 | 2.2% |
| 4 | 58 | |
| 3 | 55 | |
| 2 | 74 | |
| 1 | 56 | |
| 0 | 71 |
provincia
Categorical
High correlation Imbalance
| Distinct | 19 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.7 KiB |
| Extranjera | |
|---|---|
| Buenos Aires | 11 |
| Santa Fe | 4 |
| Córdoba | 3 |
| Chubut | 3 |
| Other values (14) | 20 |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 9.8722741 |
| Min length | 5 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | Extranjera |
|---|---|
| 2nd row | Extranjera |
| 3rd row | Extranjera |
| 4th row | Extranjera |
| 5th row | Extranjera |
Common Values
| Value | Count | Frequency (%) |
| Extranjera | 280 | |
| Buenos Aires | 11 | 3.4% |
| Santa Fe | 4 | 1.2% |
| Córdoba | 3 | 0.9% |
| Chubut | 3 | 0.9% |
| San Juan | 2 | 0.6% |
| Mendoza | 2 | 0.6% |
| La Pampa | 2 | 0.6% |
| Santa Cruz | 2 | 0.6% |
| Neuquén | 2 | 0.6% |
| Other values (9) | 10 | 3.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| extranjera | 280 | |
| buenos | 11 | 3.2% |
| aires | 11 | 3.2% |
| santa | 6 | 1.7% |
| fe | 4 | 1.1% |
| córdoba | 3 | 0.9% |
| chubut | 3 | 0.9% |
| san | 3 | 0.9% |
| la | 3 | 0.9% |
| juan | 2 | 0.6% |
| Other values (17) | 22 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 593 | |
| r | 581 | |
| e | 317 | |
| n | 310 | |
| t | 290 | |
| E | 281 | |
| j | 281 | |
| x | 280 | |
| u | 29 | 0.9% |
| s | 29 | 0.9% |
| Other values (28) | 178 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3169 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 593 | |
| r | 581 | |
| e | 317 | |
| n | 310 | |
| t | 290 | |
| E | 281 | |
| j | 281 | |
| x | 280 | |
| u | 29 | 0.9% |
| s | 29 | 0.9% |
| Other values (28) | 178 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3169 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 593 | |
| r | 581 | |
| e | 317 | |
| n | 310 | |
| t | 290 | |
| E | 281 | |
| j | 281 | |
| x | 280 | |
| u | 29 | 0.9% |
| s | 29 | 0.9% |
| Other values (28) | 178 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3169 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 593 | |
| r | 581 | |
| e | 317 | |
| n | 310 | |
| t | 290 | |
| E | 281 | |
| j | 281 | |
| x | 280 | |
| u | 29 | 0.9% |
| s | 29 | 0.9% |
| Other values (28) | 178 | 5.6% |
cant_socios
Real number (ℝ)
High correlation Missing
| Distinct | 10 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 31 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2275862 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1451406 |
|---|---|
| Coefficient of variation (CV) | 0.93283929 |
| Kurtosis | 53.303649 |
| Mean | 1.2275862 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7839605 |
| Sum | 356 |
| Variance | 1.3113471 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 271 | |
| 2 | 6 | 1.9% |
| 3 | 5 | 1.6% |
| 6 | 2 | 0.6% |
| 5 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| (Missing) | 31 | 9.7% |
| Value | Count | Frequency (%) |
| 1 | 271 | |
| 2 | 6 | 1.9% |
| 3 | 5 | 1.6% |
| 4 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 6 | 2 | 0.6% |
| 7 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 6 | 2 | 0.6% |
| 5 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 3 | 5 | 1.6% |
| 2 | 6 | 1.9% |
| 1 | 271 |
cant_apercibimientos
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 319 |
| Missing (%) | 99.4% |
| Memory size | 20.1 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | 0.6% |
| (Missing) | 319 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
cant_suspensiones
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 319 |
| Missing (%) | 99.4% |
| Memory size | 20.1 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | 0.6% |
| (Missing) | 319 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
cant_antecedentes
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 317 |
| Missing (%) | 98.8% |
| Memory size | 20.1 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 25.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3 | 0.9% |
| 2.0 | 1 | 0.3% |
| (Missing) | 317 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3 | |
| 2.0 | 1 | 25.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
cant_Apoderado
Categorical
High correlation Imbalance Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 129 |
| Missing (%) | 40.2% |
| Memory size | 20.8 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 3 |
| 6.0 | 2 |
| 5.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 6.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 169 | |
| 2.0 | 17 | 5.3% |
| 3.0 | 3 | 0.9% |
| 6.0 | 2 | 0.6% |
| 5.0 | 1 | 0.3% |
| (Missing) | 129 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 169 | |
| 2.0 | 17 | 8.9% |
| 3.0 | 3 | 1.6% |
| 6.0 | 2 | 1.0% |
| 5.0 | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 192 | |
| 0 | 192 | |
| 1 | 169 | |
| 2 | 17 | 3.0% |
| 3 | 3 | 0.5% |
| 6 | 2 | 0.3% |
| 5 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 576 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 192 | |
| 0 | 192 | |
| 1 | 169 | |
| 2 | 17 | 3.0% |
| 3 | 3 | 0.5% |
| 6 | 2 | 0.3% |
| 5 | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 576 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 192 | |
| 0 | 192 | |
| 1 | 169 | |
| 2 | 17 | 3.0% |
| 3 | 3 | 0.5% |
| 6 | 2 | 0.3% |
| 5 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 576 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 192 | |
| 0 | 192 | |
| 1 | 169 | |
| 2 | 17 | 3.0% |
| 3 | 3 | 0.5% |
| 6 | 2 | 0.3% |
| 5 | 1 | 0.2% |
cant_representante
Categorical
High correlation Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 126 |
| Missing (%) | 39.3% |
| Memory size | 20.8 KiB |
| 1.0 | |
|---|---|
| 2.0 | 14 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 181 | |
| 2.0 | 14 | 4.4% |
| (Missing) | 126 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 181 | |
| 2.0 | 14 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 195 | |
| 0 | 195 | |
| 1 | 181 | |
| 2 | 14 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 585 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 195 | |
| 0 | 195 | |
| 1 | 181 | |
| 2 | 14 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 585 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 195 | |
| 0 | 195 | |
| 1 | 181 | |
| 2 | 14 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 585 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 195 | |
| 0 | 195 | |
| 1 | 181 | |
| 2 | 14 | 2.4% |
cant_autenticado
Categorical
High correlation Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.3 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 6 |
| 5.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 259 | |
| 2.0 | 54 | 16.8% |
| 3.0 | 6 | 1.9% |
| 5.0 | 2 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 259 | |
| 2.0 | 54 | 16.8% |
| 3.0 | 6 | 1.9% |
| 5.0 | 2 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 321 | |
| 0 | 321 | |
| 1 | 259 | |
| 2 | 54 | 5.6% |
| 3 | 6 | 0.6% |
| 5 | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 963 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 321 | |
| 0 | 321 | |
| 1 | 259 | |
| 2 | 54 | 5.6% |
| 3 | 6 | 0.6% |
| 5 | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 963 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 321 | |
| 0 | 321 | |
| 1 | 259 | |
| 2 | 54 | 5.6% |
| 3 | 6 | 0.6% |
| 5 | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 963 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 321 | |
| 0 | 321 | |
| 1 | 259 | |
| 2 | 54 | 5.6% |
| 3 | 6 | 0.6% |
| 5 | 2 | 0.2% |
cant_noAutenticado
Categorical
High correlation Imbalance Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 289 |
| Missing (%) | 90.0% |
| Memory size | 20.2 KiB |
| 1.0 | |
|---|---|
| 5.0 | 1 |
| 6.0 | 1 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 9.4% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 29 | 9.0% |
| 5.0 | 1 | 0.3% |
| 6.0 | 1 | 0.3% |
| 3.0 | 1 | 0.3% |
| (Missing) | 289 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 29 | |
| 5.0 | 1 | 3.1% |
| 6.0 | 1 | 3.1% |
| 3.0 | 1 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 32 | |
| 0 | 32 | |
| 1 | 29 | |
| 5 | 1 | 1.0% |
| 6 | 1 | 1.0% |
| 3 | 1 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 32 | |
| 0 | 32 | |
| 1 | 29 | |
| 5 | 1 | 1.0% |
| 6 | 1 | 1.0% |
| 3 | 1 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 32 | |
| 0 | 32 | |
| 1 | 29 | |
| 5 | 1 | 1.0% |
| 6 | 1 | 1.0% |
| 3 | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 32 | |
| 0 | 32 | |
| 1 | 29 | |
| 5 | 1 | 1.0% |
| 6 | 1 | 1.0% |
| 3 | 1 | 1.0% |
cant_sinMontoLimite
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 3 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3616352 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7310421 |
|---|---|
| Coefficient of variation (CV) | 0.53688542 |
| Kurtosis | 20.077726 |
| Mean | 1.3616352 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7065931 |
| Sum | 433 |
| Variance | 0.53442255 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 226 | |
| 2 | 82 | 25.5% |
| 3 | 5 | 1.6% |
| 5 | 3 | 0.9% |
| 6 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| (Missing) | 3 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 226 | |
| 2 | 82 | 25.5% |
| 3 | 5 | 1.6% |
| 5 | 3 | 0.9% |
| 6 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 5 | 3 | 0.9% |
| 3 | 5 | 1.6% |
| 2 | 82 | 25.5% |
| 1 | 226 |
cant_MontoLimite
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 317 |
| Missing (%) | 98.8% |
| Memory size | 20.1 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 25.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3 | 0.9% |
| 2.0 | 1 | 0.3% |
| (Missing) | 317 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3 | |
| 2.0 | 1 | 25.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 1 | 8.3% |
total_articulos_provee
Real number (ℝ)
High correlation
| Distinct | 41 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6853583 |
| Minimum | 1 |
|---|---|
| Maximum | 515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 28 |
| Maximum | 515 |
| Range | 514 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 34.0647 |
|---|---|
| Coefficient of variation (CV) | 3.9220835 |
| Kurtosis | 160.22169 |
| Mean | 8.6853583 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 11.658843 |
| Sum | 2788 |
| Variance | 1160.4038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 1 | 149 | |
| 2 | 33 | 10.3% |
| 3 | 27 | 8.4% |
| 6 | 15 | 4.7% |
| 4 | 14 | 4.4% |
| 7 | 11 | 3.4% |
| 5 | 9 | 2.8% |
| 8 | 6 | 1.9% |
| 10 | 5 | 1.6% |
| 11 | 4 | 1.2% |
| Other values (31) | 48 | 15.0% |
| Value | Count | Frequency (%) |
| 1 | 149 | |
| 2 | 33 | 10.3% |
| 3 | 27 | 8.4% |
| 4 | 14 | 4.4% |
| 5 | 9 | 2.8% |
| 6 | 15 | 4.7% |
| 7 | 11 | 3.4% |
| 8 | 6 | 1.9% |
| 9 | 4 | 1.2% |
| 10 | 5 | 1.6% |
| Value | Count | Frequency (%) |
| 515 | 1 | |
| 237 | 1 | |
| 153 | 1 | |
| 118 | 1 | |
| 58 | 1 | |
| 53 | 1 | |
| 50 | 2 | |
| 49 | 1 | |
| 45 | 1 | |
| 43 | 1 |
dmonto_total_adjudicado
Categorical
High correlation Missing
| Distinct | 19 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 44 |
| Missing (%) | 13.7% |
| Memory size | 26.4 KiB |
| (-0.001, 33011.111] | |
|---|---|
| (33011.111, 104767.373] | |
| (104767.373, 224078.198] | |
| (224078.198, 377939.298] | |
| (1793326.755, 2483085.385] | 9 |
| Other values (14) |
Length
| Max length | 28 |
|---|---|
| Median length | 27 |
| Mean length | 22.267148 |
| Min length | 19 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | (89439449.702, 222964579.98] |
|---|---|
| 2nd row | (3396600.0, 4727330.113] |
| 3rd row | (104767.373, 224078.198] |
| 4th row | (-0.001, 33011.111] |
| 5th row | (377939.298, 599760.0] |
Common Values
| Value | Count | Frequency (%) |
| (-0.001, 33011.111] | 98 | |
| (33011.111, 104767.373] | 48 | |
| (104767.373, 224078.198] | 33 | 10.3% |
| (224078.198, 377939.298] | 25 | 7.8% |
| (1793326.755, 2483085.385] | 9 | 2.8% |
| (890758.9, 1302657.558] | 9 | 2.8% |
| (377939.298, 599760.0] | 9 | 2.8% |
| (6702697.888, 9424898.401] | 7 | 2.2% |
| (19975532.58, 30451916.51] | 6 | 1.9% |
| (599760.0, 890758.9] | 5 | 1.6% |
| Other values (9) | 28 | 8.7% |
| (Missing) | 44 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 33011.111 | 146 | |
| 0.001 | 98 | |
| 104767.373 | 81 | |
| 224078.198 | 58 | 10.5% |
| 377939.298 | 34 | 6.1% |
| 1793326.755 | 14 | 2.5% |
| 890758.9 | 14 | 2.5% |
| 1302657.558 | 14 | 2.5% |
| 599760.0 | 14 | 2.5% |
| 2483085.385 | 12 | 2.2% |
| Other values (10) | 69 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1079 | |
| 0 | 703 | |
| 3 | 645 | |
| . | 554 | |
| 7 | 519 | |
| 9 | 318 | 5.2% |
| 8 | 308 | 5.0% |
| , | 277 | 4.5% |
| ( | 277 | 4.5% |
| 277 | 4.5% | |
| Other values (6) | 1211 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6168 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1079 | |
| 0 | 703 | |
| 3 | 645 | |
| . | 554 | |
| 7 | 519 | |
| 9 | 318 | 5.2% |
| 8 | 308 | 5.0% |
| , | 277 | 4.5% |
| ( | 277 | 4.5% |
| 277 | 4.5% | |
| Other values (6) | 1211 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6168 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1079 | |
| 0 | 703 | |
| 3 | 645 | |
| . | 554 | |
| 7 | 519 | |
| 9 | 318 | 5.2% |
| 8 | 308 | 5.0% |
| , | 277 | 4.5% |
| ( | 277 | 4.5% |
| 277 | 4.5% | |
| Other values (6) | 1211 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6168 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1079 | |
| 0 | 703 | |
| 3 | 645 | |
| . | 554 | |
| 7 | 519 | |
| 9 | 318 | 5.2% |
| 8 | 308 | 5.0% |
| , | 277 | 4.5% |
| ( | 277 | 4.5% |
| 277 | 4.5% | |
| Other values (6) | 1211 |
dcant_procesos_adjudicado
Categorical
High correlation Imbalance Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 44 |
| Missing (%) | 13.7% |
| Memory size | 23.5 KiB |
| (0.999, 2.0] | |
|---|---|
| (2.0, 3.0] | |
| (3.0, 4.0] | 8 |
| (4.0, 5.0] | 5 |
| (5.0, 6.0] | 3 |
| Other values (4) | 6 |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.714801 |
| Min length | 10 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | (39.0, 1214.0] |
|---|---|
| 2nd row | (0.999, 2.0] |
| 3rd row | (0.999, 2.0] |
| 4th row | (0.999, 2.0] |
| 5th row | (4.0, 5.0] |
Common Values
| Value | Count | Frequency (%) |
| (0.999, 2.0] | 231 | |
| (2.0, 3.0] | 24 | 7.5% |
| (3.0, 4.0] | 8 | 2.5% |
| (4.0, 5.0] | 5 | 1.6% |
| (5.0, 6.0] | 3 | 0.9% |
| (12.0, 19.0] | 3 | 0.9% |
| (39.0, 1214.0] | 1 | 0.3% |
| (8.0, 12.0] | 1 | 0.3% |
| (19.0, 39.0] | 1 | 0.3% |
| (Missing) | 44 | 13.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 255 | |
| 0.999 | 231 | |
| 3.0 | 32 | 5.8% |
| 4.0 | 13 | 2.3% |
| 5.0 | 8 | 1.4% |
| 12.0 | 4 | 0.7% |
| 19.0 | 4 | 0.7% |
| 6.0 | 3 | 0.5% |
| 39.0 | 2 | 0.4% |
| 1214.0 | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 699 | |
| 0 | 554 | |
| . | 554 | |
| ( | 277 | 8.5% |
| , | 277 | 8.5% |
| 277 | 8.5% | |
| ] | 277 | 8.5% |
| 2 | 260 | 8.0% |
| 3 | 34 | 1.0% |
| 4 | 14 | 0.4% |
| Other values (4) | 22 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3245 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 699 | |
| 0 | 554 | |
| . | 554 | |
| ( | 277 | 8.5% |
| , | 277 | 8.5% |
| 277 | 8.5% | |
| ] | 277 | 8.5% |
| 2 | 260 | 8.0% |
| 3 | 34 | 1.0% |
| 4 | 14 | 0.4% |
| Other values (4) | 22 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3245 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 699 | |
| 0 | 554 | |
| . | 554 | |
| ( | 277 | 8.5% |
| , | 277 | 8.5% |
| 277 | 8.5% | |
| ] | 277 | 8.5% |
| 2 | 260 | 8.0% |
| 3 | 34 | 1.0% |
| 4 | 14 | 0.4% |
| Other values (4) | 22 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3245 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 699 | |
| 0 | 554 | |
| . | 554 | |
| ( | 277 | 8.5% |
| , | 277 | 8.5% |
| 277 | 8.5% | |
| ] | 277 | 8.5% |
| 2 | 260 | 8.0% |
| 3 | 34 | 1.0% |
| 4 | 14 | 0.4% |
| Other values (4) | 22 | 0.7% |
dtotal_articulos_provee
Categorical
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.0 KiB |
| (0.999, 2.0] | |
|---|---|
| (2.0, 3.0] | |
| (4.0, 6.0] | |
| (6.0, 8.0] | 17 |
| (3.0, 4.0] | 14 |
| Other values (9) |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.470405 |
| Min length | 10 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | (15.0, 21.0] |
|---|---|
| 2nd row | (4.0, 6.0] |
| 3rd row | (15.0, 21.0] |
| 4th row | (0.999, 2.0] |
| 5th row | (0.999, 2.0] |
Common Values
| Value | Count | Frequency (%) |
| (0.999, 2.0] | 182 | |
| (2.0, 3.0] | 27 | 8.4% |
| (4.0, 6.0] | 24 | 7.5% |
| (6.0, 8.0] | 17 | 5.3% |
| (3.0, 4.0] | 14 | 4.4% |
| (8.0, 11.0] | 13 | 4.0% |
| (11.0, 15.0] | 11 | 3.4% |
| (15.0, 21.0] | 10 | 3.1% |
| (40.0, 58.0] | 7 | 2.2% |
| (21.0, 29.0] | 7 | 2.2% |
| Other values (4) | 9 | 2.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2.0 | 209 | |
| 0.999 | 182 | |
| 3.0 | 41 | 6.4% |
| 6.0 | 41 | 6.4% |
| 4.0 | 38 | 5.9% |
| 8.0 | 30 | 4.7% |
| 11.0 | 24 | 3.7% |
| 15.0 | 21 | 3.3% |
| 21.0 | 17 | 2.6% |
| 40.0 | 12 | 1.9% |
| Other values (6) | 27 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 652 | |
| . | 642 | |
| 9 | 562 | |
| ( | 321 | |
| , | 321 | |
| 321 | ||
| ] | 321 | |
| 2 | 238 | 6.5% |
| 1 | 92 | 2.5% |
| 4 | 52 | 1.4% |
| Other values (5) | 160 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3682 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 652 | |
| . | 642 | |
| 9 | 562 | |
| ( | 321 | |
| , | 321 | |
| 321 | ||
| ] | 321 | |
| 2 | 238 | 6.5% |
| 1 | 92 | 2.5% |
| 4 | 52 | 1.4% |
| Other values (5) | 160 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3682 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 652 | |
| . | 642 | |
| 9 | 562 | |
| ( | 321 | |
| , | 321 | |
| 321 | ||
| ] | 321 | |
| 2 | 238 | 6.5% |
| 1 | 92 | 2.5% |
| 4 | 52 | 1.4% |
| Other values (5) | 160 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3682 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 652 | |
| . | 642 | |
| 9 | 562 | |
| ( | 321 | |
| , | 321 | |
| 321 | ||
| ] | 321 | |
| 2 | 238 | 6.5% |
| 1 | 92 | 2.5% |
| 4 | 52 | 1.4% |
| Other values (5) | 160 | 4.3% |
cluster_k_4
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 3 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 321 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 321 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 321 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 321 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 321 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 321 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 321 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 321 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 321 |
Interactions
Correlations
| Estado | TipoSocietario | anio_preinscripcion | antiguedad | cant_Apoderado | cant_MontoLimite | cant_antecedentes | cant_autenticado | cant_noAutenticado | cant_procesos_adjudicado | cant_representante | cant_sinMontoLimite | cant_socios | dcant_procesos_adjudicado | dmonto_total_adjudicado | dtotal_articulos_provee | monto_total_adjudicado | periodo_preinscripcion | provincia | total_articulos_provee | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Estado | 1.000 | 0.114 | 0.000 | 0.000 | 0.179 | 0.707 | 1.000 | 0.169 | 0.302 | 0.000 | 0.245 | 0.123 | 0.000 | 0.000 | 0.000 | 0.281 | 0.000 | 0.000 | 0.300 | 0.483 |
| TipoSocietario | 0.114 | 1.000 | 0.142 | 0.116 | 0.000 | 0.000 | 0.000 | 0.219 | 0.000 | 0.000 | 0.223 | 0.179 | 0.443 | 0.000 | 0.242 | 0.000 | 0.086 | 0.139 | 0.656 | 0.146 |
| anio_preinscripcion | 0.000 | 0.142 | 1.000 | 0.998 | 0.219 | 0.707 | 0.707 | 0.000 | 0.255 | 0.200 | 0.181 | 0.165 | 0.110 | 0.151 | 0.153 | 0.120 | 0.180 | 0.998 | 0.137 | 0.102 |
| antiguedad | 0.000 | 0.116 | 0.998 | 1.000 | 0.208 | 0.707 | 0.707 | 0.000 | 0.317 | 0.132 | 0.190 | 0.084 | -0.098 | 0.181 | 0.160 | 0.136 | 0.051 | -0.981 | 0.000 | -0.008 |
| cant_Apoderado | 0.179 | 0.000 | 0.219 | 0.208 | 1.000 | 1.000 | 1.000 | 0.543 | 0.793 | 0.483 | 0.668 | 0.690 | 0.000 | 0.385 | 0.297 | 0.311 | 0.502 | 0.207 | 0.000 | 0.142 |
| cant_MontoLimite | 0.707 | 0.000 | 0.707 | 0.707 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | NaN | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.707 | 0.000 | 1.000 |
| cant_antecedentes | 1.000 | 0.000 | 0.707 | 0.707 | 1.000 | 0.000 | 1.000 | 0.000 | NaN | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.707 | 0.000 | 0.000 |
| cant_autenticado | 0.169 | 0.219 | 0.000 | 0.000 | 0.543 | 0.000 | 0.000 | 1.000 | 0.966 | 0.000 | 0.444 | 0.824 | 0.234 | 0.000 | 0.343 | 0.125 | 0.569 | 0.000 | 0.084 | 0.000 |
| cant_noAutenticado | 0.302 | 0.000 | 0.255 | 0.317 | 0.793 | 0.000 | NaN | 0.966 | 1.000 | 0.956 | 0.499 | 1.000 | 1.000 | 0.444 | 0.391 | 0.570 | 0.491 | 0.171 | 0.000 | 0.966 |
| cant_procesos_adjudicado | 0.000 | 0.000 | 0.200 | 0.132 | 0.483 | 0.000 | 1.000 | 0.000 | 0.956 | 1.000 | 0.000 | 0.009 | -0.022 | 0.891 | 0.351 | 0.391 | 0.280 | -0.174 | 0.000 | 0.159 |
| cant_representante | 0.245 | 0.223 | 0.181 | 0.190 | 0.668 | 1.000 | 1.000 | 0.444 | 0.499 | 0.000 | 1.000 | 0.497 | 0.206 | 0.000 | 0.000 | 0.366 | 0.256 | 0.167 | 0.000 | 0.239 |
| cant_sinMontoLimite | 0.123 | 0.179 | 0.165 | 0.084 | 0.690 | NaN | 0.000 | 0.824 | 1.000 | 0.009 | 0.497 | 1.000 | -0.008 | 0.430 | 0.300 | 0.223 | 0.092 | -0.093 | 0.000 | 0.138 |
| cant_socios | 0.000 | 0.443 | 0.110 | -0.098 | 0.000 | 1.000 | 1.000 | 0.234 | 1.000 | -0.022 | 0.206 | -0.008 | 1.000 | 0.000 | 0.305 | 0.000 | 0.201 | 0.094 | 0.586 | -0.066 |
| dcant_procesos_adjudicado | 0.000 | 0.000 | 0.151 | 0.181 | 0.385 | 0.000 | 1.000 | 0.000 | 0.444 | 0.891 | 0.000 | 0.430 | 0.000 | 1.000 | 0.306 | 0.218 | 0.478 | 0.132 | 0.000 | 0.000 |
| dmonto_total_adjudicado | 0.000 | 0.242 | 0.153 | 0.160 | 0.297 | 0.000 | 1.000 | 0.343 | 0.391 | 0.351 | 0.000 | 0.300 | 0.305 | 0.306 | 1.000 | 0.000 | 0.729 | 0.124 | 0.153 | 0.000 |
| dtotal_articulos_provee | 0.281 | 0.000 | 0.120 | 0.136 | 0.311 | 1.000 | 1.000 | 0.125 | 0.570 | 0.391 | 0.366 | 0.223 | 0.000 | 0.218 | 0.000 | 1.000 | 0.000 | 0.128 | 0.126 | 0.889 |
| monto_total_adjudicado | 0.000 | 0.086 | 0.180 | 0.051 | 0.502 | 1.000 | 1.000 | 0.569 | 0.491 | 0.280 | 0.256 | 0.092 | 0.201 | 0.478 | 0.729 | 0.000 | 1.000 | -0.061 | 0.000 | -0.009 |
| periodo_preinscripcion | 0.000 | 0.139 | 0.998 | -0.981 | 0.207 | 0.707 | 0.707 | 0.000 | 0.171 | -0.174 | 0.167 | -0.093 | 0.094 | 0.132 | 0.124 | 0.128 | -0.061 | 1.000 | 0.153 | -0.021 |
| provincia | 0.300 | 0.656 | 0.137 | 0.000 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 0.000 | 0.000 | 0.000 | 0.586 | 0.000 | 0.153 | 0.126 | 0.000 | 0.153 | 1.000 | 0.379 |
| total_articulos_provee | 0.483 | 0.146 | 0.102 | -0.008 | 0.142 | 1.000 | 0.000 | 0.000 | 0.966 | 0.159 | 0.239 | 0.138 | -0.066 | 0.000 | 0.000 | 0.889 | -0.009 | -0.021 | 0.379 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| CUIT | Nombre | FechaPreinscripcion | Estado | TipoSocietario | periodo_preinscripcion | anio_preinscripcion | cant_procesos_adjudicado | monto_total_adjudicado | antiguedad | provincia | cant_socios | cant_apercibimientos | cant_suspensiones | cant_antecedentes | cant_Apoderado | cant_representante | cant_autenticado | cant_noAutenticado | cant_sinMontoLimite | cant_MontoLimite | total_articulos_provee | dmonto_total_adjudicado | dcant_procesos_adjudicado | dtotal_articulos_provee | cluster_k_4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 62 | 880461467 | MSLI Latam, Inc. | 26/10/2016 | Desactualizado Por Mantencion Formulario | Persona Jurídica Extranjero Sin Sucursal | 201610 | 2016 | 76.0 | 1.848040e+08 | 5.0 | Extranjera | 1.0 | NaN | NaN | NaN | 6.0 | NaN | 1.0 | 5.0 | 6.0 | NaN | 20.0 | (89439449.702, 222964579.98] | (39.0, 1214.0] | (15.0, 21.0] | 3 |
| 119 | 508600808145 | Wood Mackenzie Limited | 02/11/2016 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201611 | 2016 | NaN | NaN | 5.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 5.0 | NaN | NaN | (4.0, 6.0] | 3 |
| 191 | J86153046 | UNA MÁS UNA S..C | 28/11/2016 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201611 | 2016 | 1.0 | 4.037500e+06 | 5.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | NaN | 16.0 | (3396600.0, 4727330.113] | (0.999, 2.0] | (15.0, 21.0] | 3 |
| 485 | DE815631653 | Lighter Than Air GmbH | 06/04/2017 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201704 | 2017 | 1.0 | 1.139601e+05 | 4.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 2.0 | NaN | 2.0 | NaN | 1.0 | (104767.373, 224078.198] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 487 | 216566270012 | Luciano Superville | 14/08/2017 | Pre Inscripto | Persona Física Extranjero No Residente | 201708 | 2017 | NaN | NaN | 4.0 | Extranjera | NaN | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | (0.999, 2.0] | 3 |
| 505 | 30605416280 | ALBERTO J MACUA S.A. | 18/04/2017 | Pre Inscripto | Sociedad Anónima | 201704 | 2017 | 1.0 | 1.083750e+04 | 4.0 | Santa Fe | 6.0 | NaN | NaN | NaN | 1.0 | 2.0 | 3.0 | NaN | 3.0 | NaN | 2.0 | (-0.001, 33011.111] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 521 | 361258310 | Instron, a division of Illinois Tool | 31/08/2017 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201708 | 2017 | 5.0 | 4.348290e+05 | 4.0 | Extranjera | 1.0 | NaN | NaN | NaN | 2.0 | NaN | 2.0 | NaN | 2.0 | NaN | 8.0 | (377939.298, 599760.0] | (4.0, 5.0] | (6.0, 8.0] | 3 |
| 584 | B98323850 | Ingeniería de Presas SL | 13/09/2017 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201709 | 2017 | 1.0 | 4.951867e+06 | 4.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | (4727330.113, 6702697.888] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 643 | 203932784 | DOT LIB INFORMATION LLC | 20/04/2017 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201704 | 2017 | 3.0 | 7.364550e+07 | 4.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | NaN | 1.0 | (46718747.516, 89439449.702] | (2.0, 3.0] | (0.999, 2.0] | 3 |
| 685 | 30710874081 | Dar Arte por el Desarrollo Cultural | 29/11/2016 | Pre Inscripto | Otras Formas Societarias | 201611 | 2016 | 3.0 | 1.105879e+06 | 5.0 | Buenos Aires | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | 1.0 | NaN | 1.0 | (890758.9, 1302657.558] | (2.0, 3.0] | (0.999, 2.0] | 3 |
| CUIT | Nombre | FechaPreinscripcion | Estado | TipoSocietario | periodo_preinscripcion | anio_preinscripcion | cant_procesos_adjudicado | monto_total_adjudicado | antiguedad | provincia | cant_socios | cant_apercibimientos | cant_suspensiones | cant_antecedentes | cant_Apoderado | cant_representante | cant_autenticado | cant_noAutenticado | cant_sinMontoLimite | cant_MontoLimite | total_articulos_provee | dmonto_total_adjudicado | dcant_procesos_adjudicado | dtotal_articulos_provee | cluster_k_4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9722 | 931234758 | Stevens Water Monitoring Systems, Inc. | 26/04/2022 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 202204 | 2022 | 1.0 | 26900.00 | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | 1.0 | NaN | 1.0 | (-0.001, 33011.111] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 9769 | 046058420 | JEOL USA, INC | 20/04/2022 | Desactualizado Por Mantencion Formulario | Persona Jurídica Extranjero Sin Sucursal | 202204 | 2022 | NaN | NaN | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 3.0 | NaN | NaN | (2.0, 3.0] | 3 |
| 9815 | 941630162 | BERKELEY NUCLEONICS CORP | 01/11/2019 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 201911 | 2019 | 1.0 | 18760.00 | 2.0 | Extranjera | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | 1.0 | NaN | 4.0 | (-0.001, 33011.111] | (0.999, 2.0] | (3.0, 4.0] | 3 |
| 9896 | 205504368 | Adani Systems, Inc. | 26/11/2021 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 202111 | 2021 | 1.0 | 63850.00 | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 2.0 | NaN | 2.0 | NaN | 2.0 | (33011.111, 104767.373] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 9899 | 9149433147 | Pinkmatter (Pty) Ltd | 12/08/2022 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 202208 | 2022 | 1.0 | 175000.00 | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | 1.0 | NaN | 1.0 | (104767.373, 224078.198] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 9903 | STR1708043J2 | SINECTECH TRAINING SAPI DE CV | 28/04/2022 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 202204 | 2022 | 1.0 | 3950.00 | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 2.0 | NaN | 2.0 | NaN | 1.0 | (-0.001, 33011.111] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 9941 | 580909626 | Micromeritics Instrument Corporation | 30/11/2021 | Pre Inscripto | Persona Jurídica Extranjero Sin Sucursal | 202111 | 2021 | 1.0 | 25713.00 | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | 1.0 | NaN | 1.0 | (-0.001, 33011.111] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 9977 | 20061791741098 | ANALYTICAL TECHNOLOGIES S.A. | 02/08/2022 | Desactualizado Por Mantencion Formulario | Persona Jurídica Extranjero Sin Sucursal | 202208 | 2022 | NaN | NaN | 0.0 | Extranjera | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 2.0 | NaN | 2.0 | NaN | 4.0 | NaN | NaN | (3.0, 4.0] | 3 |
| 10009 | 30708683325 | Condominio Pje. Storni 745 | 19/04/2022 | Pre Inscripto | Otras Formas Societarias | 202204 | 2022 | 1.0 | 23480816.33 | 0.0 | Santa Fe | 8.0 | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | (19975532.58, 30451916.51] | (0.999, 2.0] | (0.999, 2.0] | 3 |
| 10055 | 30711731721 | MINISTERIO DE GOBIERNO | 30/08/2022 | Pre Inscripto | Organismo Publico | 202208 | 2022 | 1.0 | 0.00 | 0.0 | Rio Negro | NaN | NaN | NaN | NaN | 1.0 | NaN | 1.0 | NaN | 1.0 | NaN | 3.0 | (-0.001, 33011.111] | (0.999, 2.0] | (2.0, 3.0] | 3 |